Dirk Tiede
Orcid: 0000-0002-5473-3344
According to our database1,
Dirk Tiede
authored at least 53 papers
between 2010 and 2024.
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Bibliography
2024
Self-Supervised Variational Autoencoder for Unsupervised Object Counting from Very-High-Resolution Satellite Imagery: Applications in Dwelling Extraction in FDP Settlement Areas.
IEEE Trans. Geosci. Remote. Sens., 2024
Unsupervised Domain Adaptation for Instance Segmentation: Extracting Dwellings in Temporary Settlements Across Various Geographical Settings.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Towards operational UAV-based forest health monitoring: Species identification and crown condition assessment by means of deep learning.
Comput. Electron. Agric., 2024
Species-specific machine learning models for UAV-based forest health monitoring: Revealing the importance of the BNDVI.
Int. J. Appl. Earth Obs. Geoinformation, 2024
2023
Height estimation from single aerial imagery using contrastive learning based multi-scale refinement network.
Int. J. Digit. Earth, December, 2023
Spatially transferable dwelling extraction from Multi-Sensor imagery in IDP/Refugee Settlements: A meta-Learning approach.
Int. J. Appl. Earth Obs. Geoinformation, March, 2023
Variational Autoencoders for Unsupervised Object Counting from VHR Imagery: Applications in Dwelling Extraction from Forcibly Displaced People Settlement Areas.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Remote. Sens., December, 2022
Mapping of Dwellings in IDP/Refugee Settlements from Very High-Resolution Satellite Imagery Using a Mask Region-Based Convolutional Neural Network.
Remote. Sens., 2022
Inferring 2D Local Surface-Deformation Velocities Based on PSI Analysis of Sentinel-1 Data: A Case Study of Öræfajökull, Iceland.
Remote. Sens., 2022
CoRR, 2022
Automatisierte Identifikation von Hotspots der Bodenversiegelung basierend auf Sentinel-2-Satellitenbildzeitreihen / Automated Identification of Soil Sealing Hotspots Based on Sentinel-2 Time-Series.
AGIT Journal Angew. Geoinformatik, 2022
Comparing the robustness of U-Net, LinkNet, and FPN towards label noise for refugee dwelling extraction from satellite imagery.
Proceedings of the IEEE Global Humanitarian Technology Conference, 2022
2021
Mask R-CNN-based building extraction from VHR satellite data in operational humanitarian action: An example related to Covid-19 response in Khartoum, Sudan.
Trans. GIS, 2021
2020
Remote. Sens., 2020
Big Earth data: disruptive changes in Earth observation data management and analysis?
Int. J. Digit. Earth, 2020
Assessing global Sentinel-2 coverage dynamics and data availability for operational Earth observation (EO) applications using the EO-Compass.
Int. J. Digit. Earth, 2020
2019
Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection.
Remote. Sens., 2019
Geobia Achievements and Spatial Opportunities in the Era of Big Earth Observation Data.
ISPRS Int. J. Geo Inf., 2019
Rahmenkonzept und Komponenten für Citizen-Science-Projekte - das Projekt citizenMorph / Framework and Components for Citizen Science Projects -The citizenMorph Project.
AGIT Journal Angew. Geoinformatik, 2019
2018
Evaluation of Different Machine Learning Algorithms for Scalable Classification of Tree Types and Tree Species Based on Sentinel-2 Data.
Remote. Sens., 2018
AutoCloud+, a "Universal" Physical and Statistical Model-Based 2D Spatial Topology-Preserving Software for Cloud/Cloud-Shadow Detection in Multi-Sensor Single-Date Earth Observation Multi-Spectral Imagery - Part 1: Systematic ESA EO Level 2 Product Generation at the Ground Segment as Broad Context.
ISPRS Int. J. Geo Inf., 2018
Semantic and syntactic interoperability in online processing of big Earth observation data.
Int. J. Digit. Earth, 2018
Bevölkerungsabschätzung in Städten anhand von Stereo-Bildpaarungen, die nicht am selben Tag aufgenommen wurdenPopulation Estimation in Urban Areas Based on "Mixed/Cross" Stereo Models.
AGIT Journal Angew. Geoinformatik, 2018
Proceedings of the 10th International Conference on Geographic Information Science, 2018
2017
Is Spatial Resolution Critical in Urbanization Velocity Analysis? Investigations in the Pearl River Delta.
Remote. Sens., 2017
Remote. Sens., 2017
Evaluation of Feature Selection Methods for Object-Based Land Cover Mapping of Unmanned Aerial Vehicle Imagery Using Random Forest and Support Vector Machine Classifiers.
ISPRS Int. J. Geo Inf., 2017
Terrain Extraction in Built-Up Areas from Satellite Stereo-Imagery-Derived Surface Models: A Stratified Object-Based Approach.
ISPRS Int. J. Geo Inf., 2017
Comput. Geosci., 2017
Spatial risk assessment of opium poppy cultivation in Afghanistan: integrating environmental and socio-economic drivers.
Int. J. Digit. Earth, 2017
Automated Linear-Time Detection and Quality Assessment of Superpixels in Uncalibrated True- or False-Color RGB Images.
CoRR, 2017
Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 2 Validation.
CoRR, 2017
Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 1 Theory.
CoRR, 2017
2016
Processing of Extremely High Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest - Part B: 3-D Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Object-Based Change Detection in Urban Areas: The Effects of Segmentation Strategy, Scale, and Feature Space on Unsupervised Methods.
Remote. Sens., 2016
ImageQuerying - prototypische Implementierung eines Systems zur raumzeitlichen und inhaltsbasierten Satellitenbildsuche und Satellitenbildanalyse.
AGIT Journal Angew. Geoinformatik, 2016
A building extraction approach for Airborne Laser Scanner data utilizing the Object Based Image Analysis paradigm.
Int. J. Appl. Earth Obs. Geoinformation, 2016
A systematic comparison of different object-based classification techniques using high spatial resolution imagery in agricultural environments.
Int. J. Appl. Earth Obs. Geoinformation, 2016
2015
Building Extraction from Airborne Laser Scanning Data: An Analysis of the State of the Art.
Remote. Sens., 2015
Proceedings of the 12th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2015
Geospatial 2D and 3D object-based classification and 3D reconstruction of ISO-containers depicted in a LiDAR data set and aerial imagery of a harbor.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
Modeling Hotspots of Climate Change in the Sahel Using Object-Based Regionalization of Multidimensional Gridded Datasets.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Detection of Gully-Affected Areas by Applying Object-Based Image Analysis (OBIA) in the Region of Taroudannt, Morocco.
Remote. Sens., 2014
Earth Observation-Based Dwelling Detection Approaches in a Highly Complex Refugee Camp Environment - A Comparative Study.
Remote. Sens., 2014
2012
Spatial and thematic assessment of object-based forest stand delineation using an OFA-matrix.
Int. J. Appl. Earth Obs. Geoinformation, 2012
2011
Automatic Geographic Object Based Mapping of Streambed and Riparian Zone Extent from LiDAR Data in a Temperate Rural Urban Environment, Australia.
Remote. Sens., 2011
2010
ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data.
Int. J. Geogr. Inf. Sci., 2010